{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 66,
   "id": "a1cc83b5",
   "metadata": {},
   "outputs": [],
   "source": [
    "import pandas as pd\n",
    "import glob\n",
    "import matplotlib.pyplot as plt\n",
    "import numpy as np"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "036ea17d",
   "metadata": {},
   "outputs": [],
   "source": [
    "A = pd.concat([pd.read_csv(f) for f in glob.glob(\"temperature_res/*.csv\")])\n",
    "qs = A.columns[:-1]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 30,
   "id": "b00165d9",
   "metadata": {},
   "outputs": [],
   "source": [
    "mu  = A.groupby(\"temperature\")[qs].mean().reset_index()\n",
    "sig = A.groupby(\"temperature\")[qs].sem()\n",
    "sig *= 3\n",
    "sig = sig.reset_index()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 72,
   "id": "faff4458",
   "metadata": {
    "scrolled": false
   },
   "outputs": [
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 720x2160 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.figure(figsize=(10,30))\n",
    "\n",
    "for i,q in enumerate(qs):\n",
    "    y= mu[q]-mu[q].mean()+i\n",
    "    plt.errorbar(mu.temperature, y, yerr = sig[q])\n",
    "    plt.fill_between(mu.temperature, y-sig[q], y+sig[q])\n",
    "\n",
    "    if i == 29:\n",
    "        break\n",
    "        \n",
    "        \n",
    "# plt.hlines(np.arange(29)+0.5,0,1,linestyles=\"--\", alpha=0.2)\n",
    "\n",
    "plt.yticks(range(30),qs[:30], fontsize=16)\n",
    "\n",
    "plt.xticks(fontsize=16)\n",
    "\n",
    "plt.xlabel(\"Temperature\", fontsize=20)\n",
    "\n",
    "plt.ylim(-1,30)\n",
    "\n",
    "plt.title(\"Deepseek Nation variation over Temperature\", fontsize=20)\n",
    "\n",
    "plt.savefig(\"figures/SI_1.png\", bbox_inches=\"tight\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 73,
   "id": "6ace606c",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 720x2160 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.figure(figsize=(10,30))\n",
    "\n",
    "for i,q in enumerate(qs[30:]):\n",
    "    y= mu[q]-mu[q].mean()+i\n",
    "    plt.errorbar(mu.temperature, y, yerr = sig[q])\n",
    "    plt.fill_between(mu.temperature, y-sig[q], y+sig[q])\n",
    "\n",
    "plt.yticks(range(42),qs[30:], fontsize=16)\n",
    "\n",
    "plt.xticks(fontsize=16)\n",
    "\n",
    "# plt.hlines(np.arange(41)+0.5,0,1,linestyles=\"--\", alpha=0.2)\n",
    "\n",
    "plt.xlabel(\"Temperature\", fontsize=20)\n",
    "\n",
    "plt.title(\"Deepseek Leader variation over Temperature\", fontsize=20)\n",
    "\n",
    "plt.ylim(-1,42)\n",
    "\n",
    "plt.savefig(\"figures/SI_2.png\", bbox_inches=\"tight\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "8cd0f3c6",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": 48,
   "id": "b83e0e70",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Index(['RQ4_Xi_Jinping', 'RQ5_Xi_Jinping', 'RQ6_Xi_Jinping', 'RQ7_Xi_Jinping',\n",
       "       'RQ8_Xi_Jinping', 'RQ9_Xi_Jinping', 'RQ10_Xi_Jinping', 'RQ4_Joe_Biden',\n",
       "       'RQ5_Joe_Biden', 'RQ6_Joe_Biden', 'RQ7_Joe_Biden', 'RQ8_Joe_Biden',\n",
       "       'RQ9_Joe_Biden', 'RQ10_Joe_Biden', 'RQ4_Donald_Trump',\n",
       "       'RQ5_Donald_Trump', 'RQ6_Donald_Trump', 'RQ7_Donald_Trump',\n",
       "       'RQ8_Donald_Trump', 'RQ9_Donald_Trump', 'RQ10_Donald_Trump',\n",
       "       'RQ4_Vladimir_Putin', 'RQ5_Vladimir_Putin', 'RQ6_Vladimir_Putin',\n",
       "       'RQ7_Vladimir_Putin', 'RQ8_Vladimir_Putin', 'RQ9_Vladimir_Putin',\n",
       "       'RQ10_Vladimir_Putin', 'RQ4_Volodymyr_Zelenskyy',\n",
       "       'RQ5_Volodymyr_Zelenskyy', 'RQ6_Volodymyr_Zelenskyy',\n",
       "       'RQ7_Volodymyr_Zelenskyy', 'RQ8_Volodymyr_Zelenskyy',\n",
       "       'RQ9_Volodymyr_Zelenskyy', 'RQ10_Volodymyr_Zelenskyy',\n",
       "       'RQ4_Emmanuel_Macron', 'RQ5_Emmanuel_Macron', 'RQ6_Emmanuel_Macron',\n",
       "       'RQ7_Emmanuel_Macron', 'RQ8_Emmanuel_Macron', 'RQ9_Emmanuel_Macron',\n",
       "       'RQ10_Emmanuel_Macron'],\n",
       "      dtype='object')"
      ]
     },
     "execution_count": 48,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "qs[30:]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "e5c1a5b5",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "744c01bd",
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3 (ipykernel)",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.9.12"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}
